SOTAVerified

Fairness

Papers

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Showing 4401–4425 of 5676 papers

TitleStatusHype
Equality before the Law: Legal Judgment Consistency Analysis for Fairness—0
Fairness in Ranking: A Survey—0
Dynamic Slimmable NetworkCode1
Can Vision Transformers Learn without Natural Images?Code1
Promoting Fairness through Hyperparameter OptimizationCode1
Smart Scheduling based on Deep Reinforcement Learning for Cellular Networks—0
Tackling Racial Bias in Automated Online Hate Detection: Towards Fair and Accurate Classification of Hateful Online Users Using Geometric Deep Learning—0
Fairness Perceptions of Algorithmic Decision-Making: A Systematic Review of the Empirical Literature—0
Responsible AI: Gender bias assessment in emotion recognition—0
Demystifying the Effects of Non-Independence in Federated Learning—0
Individually Fair Ranking—0
Fairness and Friends—0
Hidden Technical Debts for Fair Machine Learning in Financial Services—0
Gender and Racial Fairness in Depression Research using Social Media—0
Refining Language Models with Compositional ExplanationsCode1
Fairness-aware Outlier Ensemble—0
Pros and Cons of GAN Evaluation Measures: New DevelopmentsCode1
Algorithmic Challenges in Ensuring Fairness at the Time of Decision—0
Fairness and Transparency in Recommendation: The Users' Perspective—0
Predicting Early Dropout: Calibration and Algorithmic Fairness Considerations—0
AI Fairness via Domain Adaptation—0
Domain-Incremental Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition—0
Towards Fair Affective Robotics: Continual Learning for Mitigating Bias in Facial Expression and Action Unit Recognition—0
Flexible FOND Planning with Explicit Fairness AssumptionsCode0
Fairness-aware Personalized Ranking Recommendation via Adversarial LearningCode1
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified